Final Accuracy

60.2%

Training Samples

169

Classes

3

Target Distribution
Political Ideology (Q4)
Model Comparison
Model Parameters CV Accuracy
0 SVC kernel=linear 59.2%
1 LDA default 59.8%
2 Logistic Regression C=1 62.1%
Key Insights
Class Distribution

Distribution is pretty even.

Ideology

Most people are Moderates, and there are more conservatives than liberals.

Model Choice

Logistic Regression was the best, data was likley linear, normaly distributed, and low dimensional.